kitio.aiModal vs UbiOps
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Modal starts at $250/mo and UbiOps starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Infrastructure as Python code
- Fast container starts
- Per-second GPU billing
- Agent sandboxes
- Scheduled jobs
- Model deployment and serving
- Hybrid and multi-cloud orchestration
- On-demand GPUs
- Workload scaling
- NVIDIA AI Enterprise integration
| Feature | Modal | UbiOps |
|---|---|---|
| Best for | Serverless cloud for running Python and GPU workloads on demand | Model serving and orchestration for private AI on any infrastructure |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $250/mo | See pricing page |
| Free plan | Yes | Yes |
| Made by | Modal Labs | Dutch Analytics B.V. |
| Based in | United States | Netherlands |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Modal starts at $250/mo and UbiOps starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Starter
Free
- Plus compute usage
- $30/month free credits
- 3 seats, 10 GPU concurrency
Team
$250/mo
- Plus compute usage
- $100/month free credits
- Unlimited seats, 50 GPU concurrency
- Custom domains, static IP proxy
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Modal
- Excellent developer experience
- Scales to zero
- Monthly free credits
- Python-centric
- GPU prices above bare rentals
- Vendor-specific code patterns
UbiOps
- Runs on-premise, hybrid or multi-cloud
- No Kubernetes management needed
- Track record in regulated industries
- Paid plan prices are not published
- Built for engineering teams, not beginners
- Smaller community than big cloud ML tools
Which one should you choose?
Choose Modal if you want:
- Excellent developer experience
- Scales to zero
- Monthly free credits
Watch out: python-centric.
Choose UbiOps if you want:
- Runs on-premise, hybrid or multi-cloud
- No Kubernetes management needed
- Track record in regulated industries
Watch out: paid plan prices are not published.
Modal vs UbiOps FAQ
What is the difference between Modal and UbiOps?
Modal: Serverless cloud for running Python and GPU workloads on demand. UbiOps: Model serving and orchestration for private AI on any infrastructure. Both are models & apis tools.
Is Modal or UbiOps cheaper?
Modal starts at $250/mo and UbiOps starts at See pricing page. Check both pricing pages for current plans.
Do Modal and UbiOps have free plans?
Modal: Yes. UbiOps: Yes.
Who makes Modal?
Modal is made by Modal Labs, based in United States.
Who makes UbiOps?
UbiOps is made by Dutch Analytics B.V., based in Netherlands.
Which should I choose, Modal or UbiOps?
Choose Modal if you value excellent developer experience and scales to zero. Choose UbiOps if you value runs on-premise, hybrid or multi-cloud and no kubernetes management needed.